RT Journal Article SR Electronic T1 Sculpting New Visual Concepts into the Human Brain JF bioRxiv FD Cold Spring Harbor Laboratory SP 2020.10.14.339853 DO 10.1101/2020.10.14.339853 A1 Marius Cătălin Iordan A1 Victoria J. H. Ritvo A1 Kenneth A. Norman A1 Nicholas B. Turk-Browne A1 Jonathan D. Cohen YR 2020 UL http://biorxiv.org/content/early/2020/10/15/2020.10.14.339853.abstract AB Learning requires changing the brain. This typically occurs through experience, study, or instruction. We report a new way of acquiring conceptual knowledge by directly sculpting activity patterns in the human brain. We used a non-invasive technique (closed-loop real-time functional magnetic resonance imaging) to create novel categories of visual objects in the brain. After training, participants exhibited behavioral and neural biases for the sculpted, but not control categories. The ability to sculpt new conceptual distinctions in the human brain, applied here to perception, has broad relevance to other domains of cognition such as decision-making, memory, and motor control. As such, the work opens up new frontiers in brain-machine interface design, neuroprosthetics, and neurorehabilitation.One Sentence Summary Sculpting new visual categories in the brain with neurofeedback restructured subjective experience and neural processing.Competing Interest StatementThe authors have declared no competing interest.